{"id":"W4236126010","doi":"10.1016/s1365-6937(20)30217-3","title":"H2O Innovation realigns water businesses","year":2020,"lang":"en","type":"article","venue":"Filtration Industry Analyst","topic":"Environmental Science and Water Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Industrial organization","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002856514,0.0005059374,0.0002016142,0.001100102,0.005422565,0.009325259,0.0008526609,0.00361363,0.03169114],"category_scores_gemma":[0.004974626,0.0002955412,0.000465732,0.0009392309,0.003520385,0.004940481,0.003815221,0.003400099,0.005633093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01149037,"about_ca_system_score_gemma":0.04689088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2357289,"about_ca_topic_score_gemma":0.3821307,"domain_scores_codex":[0.995307,0.0002944388,0.00004876388,0.000287825,0.002494248,0.001567662],"domain_scores_gemma":[0.9911214,0.0005888246,0.0001753008,0.0003332917,0.001812899,0.005968218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001394703,0.0003627522,0.005607309,0.0001185425,0.00001381818,0.0004411278,0.001142832,0.0002601552,0.003295176,0.08194767,0.7869688,0.1197024],"study_design_scores_gemma":[0.00002680363,0.00004711991,0.002285833,0.00002813645,0.000003757083,0.00004223121,0.001396082,0.0002206164,0.0008989344,0.002444331,0.9925903,0.00001588739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04272668,0.002182894,0.004131729,0.1908432,0.007257007,0.0003395109,0.0006434452,0.001977256,0.7498983],"genre_scores_gemma":[0.2758766,0.003452477,0.00552138,0.03643226,0.002031764,0.00007476891,0.000976878,0.0003886932,0.6752452],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2357289,"threshold_uncertainty_score":0.4687136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03041161288958348,"score_gpt":0.2299867363695426,"score_spread":0.1995751234799591,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}